In numerical analysis and linear algebra, lower–upper (LU) decomposition or factorization factors a matrix as the product of a lower triangular matrix...
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In linear algebra, a Block LU decomposition is a matrix decomposition of a block matrix into a lower block triangular matrix L and an upper block triangular...
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A\mathbf {x} =\mathbf {b} } , the matrix A can be decomposed via the LU decomposition. The LU decomposition factorizes a matrix into a lower triangular matrix...
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(complete) LU decomposition given by A = L ^ U ^ {\displaystyle A={\hat {L}}{\hat {U}}} , and the ILU by A = L U − R {\displaystyle A=LU-R} . Then |...
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Cholesky decomposition is roughly twice as efficient as the LU decomposition for solving systems of linear equations. The Cholesky decomposition of a Hermitian...
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Jordan–Chevalley decomposition of an element in algebraic group as a product of semisimple and unipotent elements The Bruhat decomposition G = B W B {\displaystyle...
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LU reduction is an algorithm related to LU decomposition. This term is usually used in the context of super computing and highly parallel computing. In...
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In linear algebra, a QR decomposition, also known as a QR factorization or QU factorization, is a decomposition of a matrix A into a product A = QR of...
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Determinant (section Decomposition methods)
are referred to as decomposition methods. Examples include the LU decomposition, the QR decomposition or the Cholesky decomposition (for positive definite...
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In linear algebra, the Crout matrix decomposition is an LU decomposition which decomposes a matrix into a lower triangular matrix (L), an upper triangular...
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easier to solve, they are very important in numerical analysis. By the LU decomposition algorithm, an invertible matrix may be written as the product of a...
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of equations. The method uses an incomplete LU decomposition, which approximates the exact LU decomposition, to get an iterative solution of the problem...
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a true LU decomposition of the original matrix. The argument applies also for the determinant, since it results from the block LU decomposition that det...
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decomposition, or toral decomposition, a decomposition of 3-manifolds Matrix decomposition, a factorization of a matrix into a product of matrices LU...
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decomposed (i.e. factored) in O ( n 2 ) {\displaystyle O(n^{2})} time. The Bareiss algorithm for an LU decomposition is stable. An LU decomposition gives...
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Invertible matrix (section Cholesky decomposition)
out the transmitted information. Binomial inverse theorem LU decomposition Matrix decomposition Matrix square root Minor (linear algebra) Partial inverse...
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) {\displaystyle O(n^{3})} operations by forming the LU decomposition A = L U {\displaystyle A=LU} (typically via Gaussian elimination or similar methods)...
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Look up LU, Lu, or lu in Wiktionary, the free dictionary. Lu, Lü, or LU may refer to: Lu (duo), a Mexican band Lu (album) Character from Mike, Lu & Og Lupe...
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Matrix analysis (section LU decomposition)
matrix P is called a similarity matrix, and is necessarily invertible. LU decomposition splits a matrix into a matrix product of an upper triangular matrix...
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Matrix (mathematics) (section Decomposition)
matrix decomposition or matrix factorization techniques. These techniques are of interest because they can make computations easier. The LU decomposition factors...
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Hankel matrix (0,1)-matrix Matrix decomposition Cholesky decomposition LU decomposition QR decomposition Polar decomposition Reducing subspace Spectral theorem...
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computations (matrix product, solving systems of linear equations, LU decomposition, etc.) for banded matrices. Early applications include computing greatest...
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fill-in, steepest-edge pricing to avoid degenerate pivots, and an LU decomposition tailored for sparse matrices. Inside Google, GLOP is used to stabilize...
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Definite matrix (section Decomposition)
Cholesky decomposition is especially useful for efficient numerical calculations. A closely related decomposition is the LDL decomposition, M = L D L...
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Rank (linear algebra) (section Decomposition rank)
computers, basic Gaussian elimination (LU decomposition) can be unreliable, and a rank-revealing decomposition should be used instead. An effective alternative...
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algorithm was preceded by the LR algorithm, which uses the LU decomposition instead of the QR decomposition. The QR algorithm is more stable, so the LR algorithm...
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proves the desired equality. Moreover, one gets the LU decomposition of V as V = L U − 1 {\displaystyle V=LU^{-1}} . The third proof is based on the fact that...
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factorization or Birkhoff decomposition, introduced by George David Birkhoff (1909), is a generalization of the LU decomposition (i.e. Gauss elimination)...
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result of a multiplication Matrix decompositions: LU decomposition — lower triangular times upper triangular QR decomposition — orthogonal matrix times triangular...
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Unfortunately, applying Gaussian elimination (or equivalently an LU decomposition) to such a matrix results in the band being filled in by many non-zero...
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